Repository Setup: Established a new GitHub repository WeekendCodeSprint-Jumpstart(WCS-JS) as a sub-component of the main WeekendCodeSprint project. This will act as the central hub for initial setup tracking and documentation.
Environment Configuration: Successfully configured the local and cloud development environments. Integrated Visual Studio Code with GitHub (VSC-GH) to streamline coding and version control processes.
Tool Installation: Set up Anaconda for managing packages, dependencies, and environments for data science and machine learning projects. This ensures a scalable and flexible development platform.
- Create a folder called WCS-Jumpstart
- Setup local and cloud environment (VSC-GH)
- Setup Anaconda
- Roadmap
- IBM Data Science Professional
- Certified Data Scientist
- Practitioner’s Guide to Statistical Tests
- Step-by-Step Process for Planning an A/B Test
- Minimum Detectable Effect (MDE)
- Improving Test Sensitivity
- Improving the Sensitivity
- CUPED at Booking.com
- Doordash: CUPAC
- Netflix: Stratification
- Metric Analytics
- Ratio Metrics
- Fundamental of Econometrics
- Intro to Econometrics
- Econometrics
- Learn Time Series
- Time Series Basics
- ARIMA Model for Time Series
- Time Series Model
- Forecasting Task
- Linear Regression
- Exploratory Data Analysis With Python and Pandas
- Exploratory Data Analysis for Machine Learning
- Exploratory Data Analysis with Seaborn